Wenjun Qian

DROPFL: Client Dropout Attacks Against Federated Learning Under Communication Constraints

Federated learning (FL) has emerged as a promising paradigm for decentralized machine learning while preserving data privacy. However, under communication constraints, the standard FL protocol faces the risk of client dropout. Although some research has focused on the risk from the perspectives of c…